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Deep learning to estimate ocean subsurface salinity structure in the Indian Ocean using satellite observations 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2024, 页码: 13
作者:  Qi, Jifeng;  Sun, Guimin;  Xie, Bowen;  Li, Delei;  Yin, Baoshu
收藏  |  浏览/下载：2/0  |  提交时间：2024/04/07
machine learning  convolutional neural network (CNN)  ocean subsurface salinity structure (OSSS)  Indian Ocean  satellite observations  
Advancing ocean subsurface thermal structure estimation in the Pacific Ocean: A multi-model ensemble machine learning approach 期刊论文
DYNAMICS OF ATMOSPHERES AND OCEANS, 2023, 卷号: 104, 页码: 16
作者:  Qi, Jifeng;  Zhang, Linlin;  Yin, Baoshu;  Li, Delei;  Xie, Bowen;  Sun, Guimin
Adobe PDF(13138Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
Ensemble machine learning model  Satellite observations  Ocean subsurface thermal structure  Pacific ocean  
Understanding the compound marine heatwave and low-chlorophyll extremes in the western Pacific Ocean 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 13
作者:  Chen, Qiaojun;  Li, Delei;  Feng, Jianlong;  Zhao, Liang;  Qi, Jifeng;  Yin, Baoshu
Adobe PDF(16555Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/07
western Pacific Ocean  marine heatwaves  low-chlorophyll  compound extreme events  multi-scale variability  climate change  
Estimating thermohaline structures in the tropical Indian Ocean from surface parameters using an improved CNN model 期刊论文
FRONTIERS IN MARINE SCIENCE, 2023, 卷号: 10, 页码: 16
作者:  Qi, Jifeng;  Xie, Bowen;  Li, Delei;  Chi, Jianwei;  Yin, Baoshu;  Sun, Guimin
收藏  |  浏览/下载：19/0  |  提交时间：2023/12/13
ocean thermohaline structure  satellite observations  machine learning  CNN  tropical Indian Ocean  
Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 14, 页码: 19
作者:  Dong, Lin;  Qi, Jifeng;  Yin, Baoshu;  Zhi, Hai;  Li, Delei;  Yang, Shuguo;  Wang, Wenwu;  Cai, Hong;  Xie, Bowen
收藏  |  浏览/下载：117/0  |  提交时间：2022/11/11
machine learning  ocean subsurface salinity structure  South China Sea  satellite remote sensing data  
Impacts of El Nino on the South China Sea surface salinity as seen from satellites 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2022, 卷号: 17, 期号: 5, 页码: 9
作者:  Qi, Jifeng;  Du, Yan;  Chi, Jianwei;  Yi, Daling Li;  Li, Delei;  Yin, Baoshu
Adobe PDF(13120Kb)  |  收藏  |  浏览/下载：140/0  |  提交时间：2022/07/18
El Nino  South China Sea  sea surface salinity  interannual variability  
Dynamical Projections of the Mean and Extreme Wave Climate in the Bohai Sea, Yellow Sea and East China Sea 期刊论文
FRONTIERS IN MARINE SCIENCE, 2022, 卷号: 9, 页码: 16
作者:  Li, Delei;  Feng, Jianlong;  Zhu, Yuchao;  Staneva, Joanna;  Qi, Jifeng;  Behrens, Arno;  Lee, Donghyun;  Min, Seung-Ki;  Yin, Baoshu
Adobe PDF(2926Kb)  |  收藏  |  浏览/下载：152/0  |  提交时间：2022/07/15
wave climate  extreme wave  multivariate bias adjustment  climate projection  Chinese marginal seas  
Historical Evaluation and Future Projections of 100-m Wind Energy Potentials Over CORDEX-East Asia 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 卷号: 125, 期号: 15, 页码: 18
作者:  Li, Delei;  Feng, Jianlong;  Dosio, Alessandro;  Qi, Jifeng;  Xu, Zhenhua;  Yin, Baoshu
Adobe PDF(48730Kb)  |  收藏  |  浏览/下载：192/0  |  提交时间：2020/09/29
wind energy  climate projection  CORDEX-East Asia  bias adjustment  regional climate modeling  CCLM  
Salinity variability in the tropical Pacific during the Central-Pacific and Eastern-Pacific El Nino events 期刊论文
JOURNAL OF MARINE SYSTEMS, 2019, 卷号: 199, 页码: 14
作者:  Qi, Jifeng;  Zhang, Linlin;  Qu, Tangdong;  Yin, Baoshu;  Xu, Zhenhua;  Yang, Dezhou;  Li, Delei;  Qin, Yinghao
Adobe PDF(6846Kb)  |  收藏  |  浏览/下载：291/0  |  提交时间：2020/01/03
Sea surface salinity  El Nino  Tropical Pacific  ORAS4 reanalysis  
Statistical Bias Correction for Simulated Wind Speeds Over CORDEX-East Asia 期刊论文
EARTH AND SPACE SCIENCE, 2019, 卷号: 6, 期号: 2, 页码: 200-211
作者:  Li, Delei;  Feng, Jianlong;  Xu, Zhenhua;  Yin, Baoshu;  Shi, Hongyuan;  Qi, Jifeng
Adobe PDF(18193Kb)  |  收藏  |  浏览/下载：240/0  |  提交时间：2019/05/15